Jizong Peng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Mutual Information

Unlabelled Data

Weakly Supervised

Top Venues

Medical Image Anal.

IEEE Trans. Medical Imaging

Pattern Recognit.

Publications

Jizong Peng, Ping Wang, Marco Pedersoli, Christian Desrosiers
Boundary-aware information maximization for self-supervised medical image segmentation. Medical Image Anal. 94 (2024)
Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
Shape-Aware Joint Distribution Alignment for Cross-Domain Image Segmentation. IEEE Trans. Medical Imaging 42 (8) (2023)
Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
CAT: Constrained Adversarial Training for Anatomically-Plausible Semi-Supervised Segmentation. IEEE Trans. Medical Imaging 42 (8) (2023)
Jizong Peng, Ping Wang, Marco Pedersoli, Christian Desrosiers
Boundary-aware Information Maximization for Self-supervised Medical Image Segmentation. CoRR (2022)
Jizong Peng, Marco Pedersoli, Christian Desrosiers
Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization. CoRR (2021)
Jizong Peng, Ping Wang, Christian Desrosiers, Marco Pedersoli
Self-Paced Contrastive Learning for Semi-supervisedMedical Image Segmentation with Meta-labels. CoRR (2021)
Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
Self-paced and self-consistent co-training for semi-supervised image segmentation. Medical Image Anal. 73 (2021)
Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
Context-aware virtual adversarial training for anatomically-plausible segmentation. CoRR (2021)
Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
Context-Aware Virtual Adversarial Training for Anatomically-Plausible Segmentation. MICCAI (1) (2021)
Jizong Peng, Christian Desrosiers, Marco Pedersoli
Diversified Multi-prototype Representation for Semi-supervised Segmentation. CoRR (2021)
Jizong Peng, Ping Wang, Christian Desrosiers, Marco Pedersoli
Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels. NeurIPS (2021)
Jizong Peng, Marco Pedersoli, Christian Desrosiers
Mutual information deep regularization for semi-supervised segmentation. MIDL (2020)
Jizong Peng, Guillermo Estrada, Marco Pedersoli, Christian Desrosiers
Deep co-training for semi-supervised image segmentation. Pattern Recognit. 107 (2020)
Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers
Discretely-constrained deep network for weakly supervised segmentation. Neural Networks 130 (2020)
Ping Wang, Jizong Peng, Marco Pedersoli, Yuanfeng Zhou, Caiming Zhang, Christian Desrosiers
Self-paced and self-consistent co-training for semi-supervised image segmentation. CoRR (2020)
Xuan Li, Yuchen Lu, Peng Xu, Jizong Peng, Christian Desrosiers, Xue Liu
Boosting Image Recognition with Non-differentiable Constraints. CoRR (2019)
Jizong Peng, Christian Desrosiers, Marco Pedersoli
Information based Deep Clustering: An experimental study. CoRR (2019)
Jizong Peng, Hoel Kervadec, Jose Dolz, Ismail Ben Ayed, Marco Pedersoli, Christian Desrosiers
Discretely-constrained deep network for weakly supervised segmentation. CoRR (2019)
Jizong Peng, Guillermo Estrada, Marco Pedersoli, Christian Desrosiers
Deep Co-Training for Semi-Supervised Image Segmentation. CoRR (2019)